The Center for Analytics and Insights (CAI) at Vanguard is an enterprise center of excellence for Artificial Intelligence, Machine Learning and Advanced Analytics transforming how data, analytics and AI/ML are used to support strategic decisions and serve Vanguard’s clients. The CAI’s mission is to apply innovative analytical approaches to help tackle complex and strategically important problems facing Vanguard’s businesses and clients; to develop differentiated business and product capabilities for Vanguard through the application of AI/ML, and to support, and enable, the entire organization to adopt and apply AI/ML at large scale to drive business results. Leads and executes deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making. Mentors and develops junior data scientists and analysts.

QUALIFICATIONS:

• 5 years related work experience in data science and machine learning roles.
• Experience with NLP methods, deep learning, and transformer-based models.
• Experience with data wrangling required - Programming skills to access, transform and prepare large scale data for statistical modeling.
• Deep experience in applied math, statistical techniques, machine learning methods, and AI applications.
• Familiarity with graph theory, statistical experiments
• Undergraduate degree in Analytics, Applied Mathematics, Economics, Statistics or related analytical field of study or equivalent combination of training and experience. Graduate degree preferred.

• Develops complex queries and performs extensive programming to access, transform, and prepare data for statistical modeling.
• Leads and executes deep dive diagnostic, predictive, and prescriptive analytics to support data-driven business decision making. Mentors and develops junior data scientists and analysts.
• Identifies and diagnoses data inconsistencies and errors, documents data assumptions, and forages to fill data gaps.
• Engages with internal stakeholders to understand and probe business processes in order to develop hypotheses. Brings structure to requests and translates requirements into an analytic approach.
• Guides test design, research design, and model validation. Provides statistical consultation services. Serves as the analytics expert on cross functional teams for large strategic initiatives and contributes to the growth of the Vanguard analytic community.
• Prepares and delivers insight presentations and action recommendations. Communicates complex analytical findings and implications to business leaders.
• Participates in special projects and performs other duties as assigned.